reward model

Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity ACL 2026 AdaJudge: Adaptive Multi-Perspective Judging for Reward Modeling ACL 2026 AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing AAAI 2026 Aligning Multi-Character Narrative Image Generation with Multi-Aspect Human Preferences CVPR 2026 Align to Structure: Aligning Large Language Models with Structural Information AAAI 2026 ARES: Adaptive Red-Teaming and End-to-End Repair of Policy-Reward System ACL 2026 ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning CVPR 2026 BeautyGRPO: Aesthetic Alignment for Face Retouching via Dynamic Path Guidance and Fine-Grained Preference Modeling CVPR 2026 Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models AAAI 2026 Bias at the End of the Score CVPR 2026 Bias Fitting to Mitigate Length Bias of Reward Model in RLHF ACL 2026 Bootstrapping LLMs via Preference-Based Policy Optimization AAAI 2026 Bridging Human Evaluation to Infrared and Visible Image Fusion CVPR 2026 C2: Scalable Rubric-Augmented Reward Modeling from Binary Preferences ACL 2026 Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning CoNLL 2026 Check Your Work: Structured Checklist Feedback for Improving Large Language Models ACL 2026 COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values EACL 2026 Cost-Minimized Label-Flipping Poisoning Attack to LLM Alignment AAAI 2026 CrowdSelect: SyntheticInstruction Data Selection with Multi-LLM Wisdom EACL 2026 Curriculum Group Policy Optimization: Adaptive Sampling for Unleashing the Potential of Text-to-Image Generation CVPR 2026 DARM: Distribution-Aware Reward Modeling by Alleviating Biases from Low Preference-Context Dependency Data ACL 2026 Debiasing Reward Models via Causally Motivated Inference-Time Intervention ACL 2026 DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs AAAI 2026 DRM: Diffusion-based Reward Model With Step-wise Guidance CVPR 2026 Dual-Axis Generative Reward Model Toward Semantic and Turn-taking Robustness in Interactive Spoken Dialogue Models ACL 2026